Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 165166 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 12 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 12.6 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 12 (< 0.1%) duplicate rows | Duplicates |
voltage is highly overall correlated with current and 2 other fields | High correlation |
current is highly overall correlated with voltage and 2 other fields | High correlation |
workstation_cpu is highly overall correlated with voltage and 3 other fields | High correlation |
workstation_gpu is highly overall correlated with workstation_cpu | High correlation |
workstation_ram is highly overall correlated with voltage and 2 other fields | High correlation |
esp32_temperature has 27910 (16.9%) zeros | Zeros |
workstation_cpu has 92498 (56.0%) zeros | Zeros |
workstation_gpu has 142018 (86.0%) zeros | Zeros |
workstation_ram has 92498 (56.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-25 11:42:18.863134 |
|---|---|
| Analysis finished | 2023-07-25 11:42:23.866033 |
| Duration | 5 seconds |
| Software version | ydata-profiling vv4.3.2 |
| Download configuration | config.json |
voltage
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5855 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.04762 |
| Minimum | 118.2 |
|---|---|
| Maximum | 120.52632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 118.2 |
|---|---|
| 5-th percentile | 119.8 |
| Q1 | 119.99665 |
| median | 120.05664 |
| Q3 | 120.15088 |
| 95-th percentile | 120.48571 |
| Maximum | 120.52632 |
| Range | 2.3263158 |
| Interquartile range (IQR) | 0.15423153 |
Descriptive statistics
| Standard deviation | 0.24040811 |
|---|---|
| Coefficient of variation (CV) | 0.0020026062 |
| Kurtosis | 7.9926749 |
| Mean | 120.04762 |
| Median Absolute Deviation (MAD) | 0.0776898 |
| Skewness | -2.0783572 |
| Sum | 19827785 |
| Variance | 0.057796059 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120.2 | 4788 | 2.9% |
| 120.5 | 3215 | 1.9% |
| 120.1 | 1739 | 1.1% |
| 120.1982143 | 865 | 0.5% |
| 120.1964286 | 741 | 0.4% |
| 120.1982456 | 719 | 0.4% |
| 120 | 691 | 0.4% |
| 120.1946429 | 691 | 0.4% |
| 120.05 | 683 | 0.4% |
| 120.1928571 | 643 | 0.4% |
| Other values (5845) | 150391 |
| Value | Count | Frequency (%) |
| 118.2 | 3 | |
| 118.2545455 | 1 | < 0.1% |
| 118.2636364 | 1 | < 0.1% |
| 118.2681818 | 1 | < 0.1% |
| 118.275 | 3 | |
| 118.2840909 | 3 | |
| 118.2860465 | 1 | < 0.1% |
| 118.2886364 | 1 | < 0.1% |
| 118.2909091 | 1 | < 0.1% |
| 118.2931818 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 120.5263158 | 1 | < 0.1% |
| 120.525 | 1 | < 0.1% |
| 120.5157895 | 1 | < 0.1% |
| 120.5142857 | 1 | < 0.1% |
| 120.5140351 | 1 | < 0.1% |
| 120.5125 | 3 | |
| 120.5122807 | 1 | < 0.1% |
| 120.5107143 | 1 | < 0.1% |
| 120.5105263 | 2 | < 0.1% |
| 120.5089286 | 7 |
current
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20279 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79875057 |
| Minimum | 0.02 |
|---|---|
| Maximum | 1.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.62684211 |
| median | 0.92027523 |
| Q3 | 0.94375 |
| 95-th percentile | 1.0505937 |
| Maximum | 1.59 |
| Range | 1.57 |
| Interquartile range (IQR) | 0.31690789 |
Descriptive statistics
| Standard deviation | 0.24079029 |
|---|---|
| Coefficient of variation (CV) | 0.30145868 |
| Kurtosis | 1.5638647 |
| Mean | 0.79875057 |
| Median Absolute Deviation (MAD) | 0.11814582 |
| Skewness | -1.2679018 |
| Sum | 131926.44 |
| Variance | 0.057979965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.13 | 11336 | 6.9% |
| 0.62125 | 544 | 0.3% |
| 0.6214285714 | 486 | 0.3% |
| 0.6210714286 | 477 | 0.3% |
| 0.6216071429 | 415 | 0.3% |
| 0.6214035088 | 410 | 0.2% |
| 0.6212280702 | 396 | 0.2% |
| 0.6210526316 | 396 | 0.2% |
| 0.6208928571 | 346 | 0.2% |
| 0.6215789474 | 340 | 0.2% |
| Other values (20269) | 150020 |
| Value | Count | Frequency (%) |
| 0.02 | 58 | < 0.1% |
| 0.02 | 48 | < 0.1% |
| 0.1269642857 | 1 | < 0.1% |
| 0.1275 | 1 | < 0.1% |
| 0.1280357143 | 1 | < 0.1% |
| 0.1285714286 | 1 | < 0.1% |
| 0.1296428571 | 1 | < 0.1% |
| 0.13 | 11336 | |
| 0.1998214286 | 1 | < 0.1% |
| 0.2601785714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.59 | 1 | |
| 1.439464286 | 1 | |
| 1.421754386 | 1 | |
| 1.421403509 | 1 | |
| 1.391785714 | 1 | |
| 1.380175439 | 1 | |
| 1.333928571 | 1 | |
| 1.325964912 | 1 | |
| 1.321428571 | 1 | |
| 1.312321429 | 1 |
frequency
Real number (ℝ)
| Distinct | 3313 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.965275 |
| Minimum | 59.8 |
|---|---|
| Maximum | 60.046429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 59.8 |
|---|---|
| 5-th percentile | 59.926667 |
| Q1 | 59.950909 |
| median | 59.967647 |
| Q3 | 59.982143 |
| 95-th percentile | 59.996491 |
| Maximum | 60.046429 |
| Range | 0.24642857 |
| Interquartile range (IQR) | 0.031233766 |
Descriptive statistics
| Standard deviation | 0.021984268 |
|---|---|
| Coefficient of variation (CV) | 0.00036661665 |
| Kurtosis | 0.69872949 |
| Mean | 59.965275 |
| Median Absolute Deviation (MAD) | 0.015371809 |
| Skewness | -0.67131828 |
| Sum | 9904224.6 |
| Variance | 0.00048330805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 3857 | 2.3% |
| 59.975 | 2369 | 1.4% |
| 59.97142857 | 2365 | 1.4% |
| 59.97678571 | 2348 | 1.4% |
| 59.97321429 | 2309 | 1.4% |
| 59.96785714 | 2287 | 1.4% |
| 59.96964286 | 2255 | 1.4% |
| 59.9625 | 2253 | 1.4% |
| 59.97857143 | 2251 | 1.4% |
| 59.98035714 | 2212 | 1.3% |
| Other values (3303) | 140660 |
| Value | Count | Frequency (%) |
| 59.8 | 1 | |
| 59.8 | 2 | |
| 59.8 | 1 | |
| 59.8010989 | 1 | |
| 59.80315789 | 1 | |
| 59.80357143 | 1 | |
| 59.805 | 1 | |
| 59.80535714 | 1 | |
| 59.80816327 | 1 | |
| 59.81071429 | 1 |
| Value | Count | Frequency (%) |
| 60.04642857 | 2 | |
| 60.04464286 | 1 | |
| 60.04347826 | 1 | |
| 60.04285714 | 1 | |
| 60.04205607 | 1 | |
| 60.0322314 | 1 | |
| 60.02654867 | 1 | |
| 60.0254902 | 1 | |
| 60.02105263 | 1 | |
| 60.01964286 | 1 |
energy
Real number (ℝ)
| Distinct | 57998 |
|---|---|
| Distinct (%) | 35.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.37721 |
| Minimum | 0 |
|---|---|
| Maximum | 432.50481 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.784 |
| Q1 | 69.61 |
| median | 136.68 |
| Q3 | 188.35 |
| 95-th percentile | 265.28268 |
| Maximum | 432.50481 |
| Range | 432.50481 |
| Interquartile range (IQR) | 118.74 |
Descriptive statistics
| Standard deviation | 80.15435 |
|---|---|
| Coefficient of variation (CV) | 0.59208156 |
| Kurtosis | 0.31323276 |
| Mean | 135.37721 |
| Median Absolute Deviation (MAD) | 59.82 |
| Skewness | 0.46603792 |
| Sum | 22359712 |
| Variance | 6424.7198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 136.93 | 136 | 0.1% |
| 136.62 | 136 | 0.1% |
| 137.21 | 136 | 0.1% |
| 136.74 | 136 | 0.1% |
| 136.82 | 136 | 0.1% |
| 136.85 | 136 | 0.1% |
| 137.4 | 136 | 0.1% |
| 137.1 | 136 | 0.1% |
| 136.46 | 136 | 0.1% |
| 137.43 | 136 | 0.1% |
| Other values (57988) | 163806 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.02 | 6 | |
| 0.02819047619 | 1 | < 0.1% |
| 0.03 | 5 | |
| 0.03641509434 | 1 | < 0.1% |
| 0.04 | 4 | |
| 0.04 | 1 | < 0.1% |
| 0.04470588235 | 1 | < 0.1% |
| 0.05 | 6 | |
| 0.05653543307 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 432.5048056 | 1 | |
| 432.5033333 | 1 | |
| 432.50145 | 1 | |
| 432.4995667 | 1 | |
| 432.4978167 | 1 | |
| 432.4959833 | 1 | |
| 432.49415 | 1 | |
| 432.4924 | 1 | |
| 432.4905333 | 1 | |
| 432.4887333 | 1 |
power_factor
Real number (ℝ)
| Distinct | 7013 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85834136 |
| Minimum | 0 |
|---|---|
| Maximum | 0.97125 |
| Zeros | 106 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.32035714 |
| Q1 | 0.86160714 |
| median | 0.89678571 |
| Q3 | 0.91105263 |
| 95-th percentile | 0.96071429 |
| Maximum | 0.97125 |
| Range | 0.97125 |
| Interquartile range (IQR) | 0.049445489 |
Descriptive statistics
| Standard deviation | 0.15110143 |
|---|---|
| Coefficient of variation (CV) | 0.17603886 |
| Kurtosis | 8.7496339 |
| Mean | 0.85834136 |
| Median Absolute Deviation (MAD) | 0.033452381 |
| Skewness | -3.1657734 |
| Sum | 141768.81 |
| Variance | 0.022831643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.32 | 2836 | 1.7% |
| 0.32 | 2274 | 1.4% |
| 0.9 | 1297 | 0.8% |
| 0.86 | 1211 | 0.7% |
| 0.8992857143 | 1016 | 0.6% |
| 0.8991071429 | 1012 | 0.6% |
| 0.8996428571 | 1004 | 0.6% |
| 0.8994642857 | 969 | 0.6% |
| 0.8989285714 | 968 | 0.6% |
| 0.8985714286 | 900 | 0.5% |
| Other values (7003) | 151679 |
| Value | Count | Frequency (%) |
| 0 | 106 | |
| 0.18 | 1 | < 0.1% |
| 0.2992857143 | 1 | < 0.1% |
| 0.30125 | 1 | < 0.1% |
| 0.3046428571 | 1 | < 0.1% |
| 0.3147368421 | 2 | < 0.1% |
| 0.3150877193 | 1 | < 0.1% |
| 0.3151785714 | 2 | < 0.1% |
| 0.3152631579 | 2 | < 0.1% |
| 0.3153571429 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.97125 | 1 | < 0.1% |
| 0.9710526316 | 3 | < 0.1% |
| 0.9708928571 | 3 | < 0.1% |
| 0.970877193 | 5 | < 0.1% |
| 0.9707142857 | 3 | < 0.1% |
| 0.9707017544 | 6 | < 0.1% |
| 0.9705357143 | 15 | |
| 0.9705263158 | 11 | |
| 0.9703571429 | 21 | |
| 0.9703508772 | 13 |
esp32_temperature
Real number (ℝ)
ZEROS 
| Distinct | 14063 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.122302 |
| Minimum | 0 |
|---|---|
| Maximum | 53.3333 |
| Zeros | 27910 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 26.54 |
| median | 32.838929 |
| Q3 | 33.87 |
| 95-th percentile | 34.970526 |
| Maximum | 53.3333 |
| Range | 53.3333 |
| Interquartile range (IQR) | 7.33 |
Descriptive statistics
| Standard deviation | 13.259469 |
|---|---|
| Coefficient of variation (CV) | 0.48887697 |
| Kurtosis | 0.54051986 |
| Mean | 27.122302 |
| Median Absolute Deviation (MAD) | 1.5723214 |
| Skewness | -1.0841636 |
| Sum | 4479682.1 |
| Variance | 175.81351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27910 | 16.9% |
| 53.3333 | 659 | 0.4% |
| 33.88 | 475 | 0.3% |
| 33.91946429 | 451 | 0.3% |
| 33.92928571 | 416 | 0.3% |
| 33.93910714 | 415 | 0.3% |
| 33.89964286 | 399 | 0.2% |
| 33.90946429 | 388 | 0.2% |
| 33.90964286 | 371 | 0.2% |
| 33.87982143 | 350 | 0.2% |
| Other values (14053) | 133332 |
| Value | Count | Frequency (%) |
| 0 | 27910 | |
| 22.18543478 | 1 | < 0.1% |
| 22.70982143 | 1 | < 0.1% |
| 22.71122807 | 1 | < 0.1% |
| 22.71982143 | 1 | < 0.1% |
| 22.72982143 | 1 | < 0.1% |
| 22.73070175 | 1 | < 0.1% |
| 22.73982143 | 3 | < 0.1% |
| 22.74017857 | 1 | < 0.1% |
| 22.74052632 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.3333 | 659 | |
| 53.3333 | 2 | < 0.1% |
| 53.2455807 | 1 | < 0.1% |
| 53.17589333 | 1 | < 0.1% |
| 53.02864194 | 1 | < 0.1% |
| 53.01315085 | 1 | < 0.1% |
| 53.00543115 | 1 | < 0.1% |
| 53.0037339 | 1 | < 0.1% |
| 52.99996667 | 1 | < 0.1% |
| 52.99070833 | 1 | < 0.1% |
workstation_cpu
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 34029 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1543831 |
| Minimum | 0 |
|---|---|
| Maximum | 48.828571 |
| Zeros | 92498 |
| Zeros (%) | 56.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.742489 |
| 95-th percentile | 9.0597784 |
| Maximum | 48.828571 |
| Range | 48.828571 |
| Interquartile range (IQR) | 4.742489 |
Descriptive statistics
| Standard deviation | 3.2681706 |
|---|---|
| Coefficient of variation (CV) | 1.5169867 |
| Kurtosis | 2.5360367 |
| Mean | 2.1543831 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5655673 |
| Sum | 355830.84 |
| Variance | 10.680939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92498 | |
| 0.3357142857 | 63 | < 0.1% |
| 0.3446428571 | 62 | < 0.1% |
| 0.6339285714 | 62 | < 0.1% |
| 0.3428571429 | 61 | < 0.1% |
| 0.6607142857 | 60 | < 0.1% |
| 0.625 | 59 | < 0.1% |
| 0.6232142857 | 59 | < 0.1% |
| 0.6625 | 58 | < 0.1% |
| 0.3589285714 | 57 | < 0.1% |
| Other values (34019) | 72127 |
| Value | Count | Frequency (%) |
| 0 | 92498 | |
| 0.1 | 1 | < 0.1% |
| 0.1571428571 | 1 | < 0.1% |
| 0.1714285714 | 1 | < 0.1% |
| 0.1833333333 | 1 | < 0.1% |
| 0.1857142857 | 2 | < 0.1% |
| 0.1866666667 | 1 | < 0.1% |
| 0.19375 | 1 | < 0.1% |
| 0.1941176471 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.82857143 | 1 | |
| 33.66315789 | 1 | |
| 27.94321429 | 1 | |
| 26.42178571 | 1 | |
| 25.95892857 | 1 | |
| 25.5325 | 1 | |
| 25.2675 | 1 | |
| 25.25947368 | 1 | |
| 23.9777193 | 1 | |
| 23.34678571 | 1 |
workstation_gpu
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1208 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.032610643 |
| Minimum | 0 |
|---|---|
| Maximum | 6.375 |
| Zeros | 142018 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.24561404 |
| Maximum | 6.375 |
| Range | 6.375 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.17149738 |
|---|---|
| Coefficient of variation (CV) | 5.258939 |
| Kurtosis | 189.20629 |
| Mean | 0.032610643 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.23747 |
| Sum | 5386.1694 |
| Variance | 0.029411351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142018 | |
| 0.01785714286 | 4013 | 2.4% |
| 0.01754385965 | 2189 | 1.3% |
| 0.03571428571 | 1255 | 0.8% |
| 0.0350877193 | 722 | 0.4% |
| 0.0007142857143 | 511 | 0.3% |
| 0.000701754386 | 424 | 0.3% |
| 0.25 | 346 | 0.2% |
| 0.3214285714 | 337 | 0.2% |
| 0.008333333333 | 298 | 0.2% |
| Other values (1198) | 13053 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 142018 | |
| 0.0001754385965 | 29 | < 0.1% |
| 0.0001785714286 | 39 | < 0.1% |
| 0.0003333333333 | 11 | < 0.1% |
| 0.000350877193 | 27 | < 0.1% |
| 0.0003571428571 | 27 | < 0.1% |
| 0.0004166666667 | 1 | < 0.1% |
| 0.0004347826087 | 2 | < 0.1% |
| 0.0004761904762 | 1 | < 0.1% |
| 0.0005263157895 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.375 | 1 | |
| 5.545454545 | 1 | |
| 5.523364486 | 1 | |
| 5.272727273 | 1 | |
| 5.224489796 | 1 | |
| 5.125 | 1 | |
| 4.658333333 | 1 | |
| 4.6 | 1 | |
| 4.596491228 | 1 | |
| 4.541666667 | 1 |
workstation_ram
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 41043 |
|---|---|
| Distinct (%) | 24.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.453643 |
| Minimum | 0 |
|---|---|
| Maximum | 54.916071 |
| Zeros | 92498 |
| Zeros (%) | 56.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 37.279464 |
| 95-th percentile | 44.1 |
| Maximum | 54.916071 |
| Range | 54.916071 |
| Interquartile range (IQR) | 37.279464 |
Descriptive statistics
| Standard deviation | 18.882479 |
|---|---|
| Coefficient of variation (CV) | 1.1476169 |
| Kurtosis | -1.7662416 |
| Mean | 16.453643 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.33886863 |
| Sum | 2717582.3 |
| Variance | 356.54801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92498 | |
| 29 | 240 | 0.1% |
| 28.2 | 236 | 0.1% |
| 27.4 | 209 | 0.1% |
| 26 | 192 | 0.1% |
| 28.3 | 191 | 0.1% |
| 27.2 | 191 | 0.1% |
| 26.3 | 187 | 0.1% |
| 28.7 | 180 | 0.1% |
| 27.9 | 170 | 0.1% |
| Other values (41033) | 70872 |
| Value | Count | Frequency (%) |
| 0 | 92498 | |
| 8.366666667 | 1 | < 0.1% |
| 9.6225 | 1 | < 0.1% |
| 10.028 | 1 | < 0.1% |
| 10.036 | 1 | < 0.1% |
| 10.044 | 1 | < 0.1% |
| 10.48813084 | 1 | < 0.1% |
| 10.49337838 | 1 | < 0.1% |
| 10.75489796 | 1 | < 0.1% |
| 11.01625 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.91607143 | 1 | < 0.1% |
| 54.30178571 | 1 | < 0.1% |
| 54.15263158 | 1 | < 0.1% |
| 53.80178571 | 1 | < 0.1% |
| 53.59649123 | 1 | < 0.1% |
| 53.50892857 | 1 | < 0.1% |
| 53.34035088 | 1 | < 0.1% |
| 53.22105263 | 1 | < 0.1% |
| 53.20714286 | 1 | < 0.1% |
| 53.2 | 3 |
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | |
|---|---|---|---|---|---|---|---|---|---|
| voltage | 1.000 | -0.925 | 0.132 | -0.145 | -0.145 | 0.282 | -0.690 | -0.326 | -0.640 |
| current | -0.925 | 1.000 | -0.003 | 0.051 | 0.012 | -0.339 | 0.651 | 0.260 | 0.666 |
| frequency | 0.132 | -0.003 | 1.000 | -0.004 | 0.018 | 0.033 | 0.007 | 0.000 | 0.015 |
| energy | -0.145 | 0.051 | -0.004 | 1.000 | 0.470 | 0.223 | 0.428 | 0.175 | 0.354 |
| power_factor | -0.145 | 0.012 | 0.018 | 0.470 | 1.000 | 0.217 | 0.410 | 0.292 | 0.215 |
| esp32_temperature | 0.282 | -0.339 | 0.033 | 0.223 | 0.217 | 1.000 | 0.005 | 0.134 | -0.051 |
| workstation_cpu | -0.690 | 0.651 | 0.007 | 0.428 | 0.410 | 0.005 | 1.000 | 0.546 | 0.877 |
| workstation_gpu | -0.326 | 0.260 | 0.000 | 0.175 | 0.292 | 0.134 | 0.546 | 1.000 | 0.360 |
| workstation_ram | -0.640 | 0.666 | 0.015 | 0.354 | 0.215 | -0.051 | 0.877 | 0.360 | 1.000 |
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | |
|---|---|---|---|---|---|---|---|---|---|
| fecha_servidor | |||||||||
| 2021-05-05 22:05:00 | 119.996610 | 0.975085 | 59.984746 | 0.00000 | 0.876780 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:06:00 | 120.017391 | 0.946957 | 59.991304 | 0.00000 | 0.865652 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:14:00 | 119.986667 | 1.031333 | 60.000000 | 0.02000 | 0.896000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:15:00 | 120.035000 | 0.955200 | 59.996000 | 0.02000 | 0.869300 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:16:00 | 120.034545 | 0.942545 | 59.966364 | 0.02000 | 0.862909 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:17:00 | 120.045370 | 0.942593 | 59.979630 | 0.02000 | 0.863056 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:18:00 | 120.037838 | 0.942252 | 59.963964 | 0.02000 | 0.862613 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:19:00 | 120.050467 | 0.938692 | 59.985047 | 0.02000 | 0.860748 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:20:00 | 120.069524 | 0.937048 | 59.976190 | 0.02819 | 0.859714 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2021-05-05 22:21:00 | 120.046018 | 0.937876 | 59.953982 | 0.03000 | 0.860354 | 0.0 | 0.0 | 0.0 | 0.0 |
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | |
|---|---|---|---|---|---|---|---|---|---|
| fecha_servidor | |||||||||
| 2021-12-04 08:09:00 | 119.200000 | 0.933380 | 59.908264 | 235.449273 | 0.941488 | 50.674905 | 9.579669 | 0.0 | 36.792479 |
| 2021-12-04 08:10:00 | 119.194167 | 0.948433 | 59.963333 | 233.724767 | 0.942833 | 51.560157 | 10.471667 | 0.0 | 36.726083 |
| 2021-12-04 08:11:00 | 119.197500 | 0.935225 | 59.976667 | 233.726533 | 0.941417 | 50.648122 | 9.704583 | 0.0 | 36.800417 |
| 2021-12-04 08:12:00 | 119.197500 | 0.940833 | 59.917500 | 233.728200 | 0.943000 | 50.226827 | 10.211167 | 0.0 | 36.838833 |
| 2021-12-04 08:13:00 | 119.200000 | 0.935092 | 59.939167 | 233.729992 | 0.942333 | 51.004602 | 9.439000 | 0.0 | 36.851000 |
| 2021-12-04 08:14:00 | 119.190000 | 0.934358 | 59.965000 | 233.731750 | 0.941583 | 50.800899 | 9.674000 | 0.0 | 36.842500 |
| 2021-12-04 08:15:00 | 119.206667 | 0.929358 | 59.920000 | 233.733467 | 0.941250 | 50.962935 | 9.644000 | 0.0 | 36.877583 |
| 2021-12-04 08:16:00 | 119.184034 | 0.924244 | 59.996639 | 231.979832 | 0.941597 | 50.513513 | 9.083109 | 0.0 | 36.667815 |
| 2021-12-04 08:17:00 | 119.200000 | 0.925192 | 59.950000 | 233.736933 | 0.941333 | 51.374973 | 9.120750 | 0.0 | 36.758500 |
| 2021-12-04 08:18:00 | 119.196154 | 0.927231 | 59.896154 | 233.738000 | 0.941538 | 53.333300 | 8.710000 | 0.0 | 36.764231 |
Most frequently occurring
| voltage | current | frequency | energy | power_factor | esp32_temperature | workstation_cpu | workstation_gpu | workstation_ram | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 120.000000 | 0.94 | 60.000000 | 16.60 | 0.86 | 0.000000 | 0.0 | 0.0 | 0.0 | 2 |
| 1 | 120.496429 | 0.13 | 59.976786 | 136.65 | 0.32 | 34.440357 | 0.0 | 0.0 | 0.0 | 2 |
| 2 | 120.498214 | 0.13 | 59.975000 | 137.03 | 0.32 | 34.361607 | 0.0 | 0.0 | 0.0 | 2 |
| 3 | 120.498214 | 0.13 | 59.983929 | 136.88 | 0.32 | 34.106071 | 0.0 | 0.0 | 0.0 | 2 |
| 4 | 120.500000 | 0.13 | 59.969643 | 136.65 | 0.32 | 34.500000 | 0.0 | 0.0 | 0.0 | 2 |
| 5 | 120.500000 | 0.13 | 59.985714 | 137.12 | 0.32 | 33.998036 | 0.0 | 0.0 | 0.0 | 2 |
| 6 | 120.500000 | 0.13 | 59.985965 | 137.13 | 0.32 | 33.976842 | 0.0 | 0.0 | 0.0 | 2 |
| 7 | 120.500000 | 0.13 | 59.987500 | 136.66 | 0.32 | 34.460179 | 0.0 | 0.0 | 0.0 | 2 |
| 8 | 120.500000 | 0.13 | 59.991071 | 137.02 | 0.32 | 34.420536 | 0.0 | 0.0 | 0.0 | 2 |
| 9 | 120.500000 | 0.13 | 59.996491 | 136.42 | 0.32 | 34.005789 | 0.0 | 0.0 | 0.0 | 2 |